Web2Code Dataset Overview

Basic Information

• Institution: Mohamed bin Zayed University of Artificial Intelligence
• Resources:
  • Paper
  • Project Page
  • Web2Code Dataset
  • Croissant

Latest Updates

• 2024/06/27: Paper and project page released.

Evaluation Suite

• Web‑Code Generation Benchmark: Provides environment setup, screenshot generation, and evaluation guidelines.
• Web Understanding Benchmark: Offers setup, output generation, and evaluation instructions.

Acknowledgements

• LLaVA: Built upon its codebase.
• WebSRC, WebSight, Pix2Code: High‑quality web and HTML‑code related datasets.

Citation

@article{web2code2024,
  title={Web2Code: A Large‑scale Webpage‑to‑Code Dataset and Evaluation Framework for Multimodal LLMs},
  author={Yun, Sukmin and Lin, Haokun and Thushara, Rusiru and Bhat, Mohammad Qazim and Wang, Yongxin and Jiang, Zutao and Deng, Mingkai and Wang, Jinhong and Tao, Tianhua and Li, Junbo and Li, Haonan and Nakov, Preslav and Baldwin, Timothy and Liu, Zhengzhong and Xing, Eric P. and Liang, Xiaodan and Shen, Zhiqiang},
  journal={arXiv preprint arXiv:2406.20098},
  year={2024}
}

License

• Data License: CC BY 4.0 (non‑commercial use only).
• Usage Note: Data is for research purposes and must not be used commercially.